{"id":"W4409885664","doi":"10.2196/66614","title":"Pain Assessment Tools for Infants, Children, and Adolescents With Cancer: Protocol for a Scoping Review","year":2025,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Context (archaeology); Protocol (science); Medicine; Pain assessment; Systematic review; MEDLINE; Population; Cochrane Library; Alternative medicine; Psychological intervention; Nursing; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07852649,0.005237937,0.01127252,0.01694045,0.004690113,0.006966764,0.005776097,0.007236644,0.07253239],"category_scores_gemma":[0.0755725,0.005230846,0.01650998,0.01449458,0.003839378,0.008172887,0.007271368,0.006625284,0.01173191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01097168,"about_ca_system_score_gemma":0.06191614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004789002,"about_ca_topic_score_gemma":0.01069935,"domain_scores_codex":[0.9640528,0.01391642,0.01475711,0.002197066,0.003497166,0.001579452],"domain_scores_gemma":[0.9539065,0.01606523,0.01018969,0.003581484,0.01423513,0.002021876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006412223,0.000828377,0.001100031,0.8404967,0.001778223,0.001232069,0.004629267,0.001698748,0.003042611,0.006239795,0.05080837,0.08173369],"study_design_scores_gemma":[0.01608428,0.002197751,0.006188691,0.5757799,0.005130221,0.001185134,0.0035062,0.001170693,0.002194996,0.01013379,0.3758729,0.0005554334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002779773,0.001852753,0.001357748,0.0003519241,0.0002090252,0.9927187,0.002528714,0.00006277714,0.0006404379],"genre_scores_gemma":[0.0002120938,0.001842092,0.004007841,0.0001476022,0.00002538132,0.9928389,0.0006576551,0.000006408888,0.0002621205],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07852649,"threshold_uncertainty_score":0.4152927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.289285541937102,"score_gpt":0.6365880823302148,"score_spread":0.3473025403931128,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}